Upgrade to Pro — share decks privately, control downloads, hide ads and more …
Sign up for free

Simple_Unsupervised_Keyphrase_Extraction_using_...

Avatar for MARUYAMA MARUYAMA
May 02, 2019
200
0

 Simple_Unsupervised_Keyphrase_Extraction_using_Sentence_Embeddings.pdf

Avatar for MARUYAMA

MARUYAMA

May 02, 2019

More Decks by MARUYAMA

See All by MARUYAMA
vampire.pdf
Avatar for MARUYAMA tmaru0204
0
200
Misspelling_Oblivious_Word_Embedding.pdf
Avatar for MARUYAMA tmaru0204
0
210
Simple_Unsupervised_Summarization_by_Contextual_Matching.pdf
Avatar for MARUYAMA tmaru0204
0
200
Controlling_Text_Complexity_in_Neural_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
180
20191028_literature-review.pdf
Avatar for MARUYAMA tmaru0204
0
160
Hint-Based_Training_for_Non-Autoregressive_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
150
Soft_Contextual_Data_Augmentation_for_Neural_Machine_Translation_.pdf
Avatar for MARUYAMA tmaru0204
0
190
An_Embarrassingly_Simple_Approach_for_Transfer_Learning_from_Pretrained_Language_Models_.pdf
Avatar for MARUYAMA tmaru0204
0
170
Addressing_Trobulesome_Words_in_Neural_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
180

Featured

See All Featured
Believing is Seeing
Avatar for Spiro Bolos oripsolob
1
220
HDC tutorial
Avatar for Michiel Stock michielstock
2
900
Exploring anti-patterns in Rails
Avatar for Elle Meredith aemeredith
4
510
Sam Torres - BigQuery for SEOs
Avatar for Tech SEO Connect techseoconnect
PRO
0
550
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
Avatar for Szymon Słowik szymonslowik
1
1.3k
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
Avatar for Kenny Baas-Schwegler baasie
1
530
Designing Experiences People Love
Avatar for Jonathan Moore moore
143
24k
Into the Great Unknown - MozCon
Avatar for Noah Learner thekraken
41
2.7k
Avoiding the “Bad Training, Faster” Trap in the Age of AI
Avatar for Mike Taylor tmiket
0
250
The browser strikes back
Avatar for Jono Alderson jonoalderson
0
1.7k
AI Search: Implications for SEO and How to Move Forward - #ShenzhenSEOConference
Avatar for Aleyda Solis aleyda
1
1.4k
Marketing to machines
Avatar for Jono Alderson jonoalderson
1
5.8k

Transcript

  1. 4JNQMF6OTVQFSWJTFE,FZQISBTF&YUSBDUJPO VTJOH4FOUFODF&NCFEEJOHT ,BNJM#FOOBOJ4NJSFT $MBVEJV.VTBU "OESFBB)PTTNBOO .JDIBFM#BFSJTXZM .BSUJO+BHHJ $P/-- QQ -JUFSBUVSFSFWJFX

    /BHBPLB6OJWFSTJUZPG5FDIOPMPHZ5BLVNJ.BSVZBNB

  2. "CTUSBDU ⾣'TDPSFʹ͓͍ͯطଘख๏Λ্ճΔੑೳΛୡ੒ ⾣4FOUFODFFNCFEEJOHʹΑΔڭࢣͳ͠ख๏ΛఏҊ &NCFE3BOL ⾣4VQFSWJTFELFZQISBTFFYUSBDUJPO ɾΞϊςʔγϣϯ͞Εͨେن໛ͳίʔύε͕ඞཁ ɾυϝΠϯ֎ͷೖྗʹऑ͍

  3. &NCFE3BOL ⾣ҎԼͷTUFQͰ࣮ߦ  ඼ࢺʹج͍ͮͯɺจॻ͔ΒϑϨʔζΛநग़  จॻͱϑϨʔζΛಉۭؒ͡ʹຒΊࠐΈ ɾ%PDWFD &NCFE3BOLEW ɾ4FOUWFD &NCFE3BOLTW

     จॻϕΫτϧʹ͍ۙϕΫτϧΛ࣋ͭϑϨʔζΛநग़ ɾ$PTJOFTJNJMBSJUZ

  4. &NCFE3BOL NPMFDVMBSFRVJWBMFODFJOEJDFT NPMFDVMBSFRVJWBMFODFOVNCFS NPMFDVMBSFRVJWBMFODFOVNCFST UPQPMPHJDBMTIBQFT UPQPMPHJDBMTIBQF நग़͞ΕͨΩʔϑϨʔζʹ৑௕ੑ͕͋Δ

  5. &NCFE3BOL ⾣&NCFE3BOL ީิͷଟ༷ੑΛߟྀ &NCFE3BOL  ඼ࢺʹج͍ͮͯɺจॻ͔ΒϑϨʔζΛநग़  จॻͱϑϨʔζΛಉۭؒ͡ʹຒΊࠐΈ ɾ4FOUWFD &NCFE3BOL

    TW  จॻϕΫτϧʹ͍ۙϕΫτϧΛ࣋ͭϑϨʔζΛநग़ ɾ.BYJNBM.BSHJOBM3FMFWBODF

  6. &NCFE3BOL ⾣.BYJNBM.BSHJOBM3FMFWBODF ..3 $ΩʔϑϨʔζͷީิͱͳΔϑϨʔζͷू߹ ,நग़͞ΕͨΩʔϑϨʔζू߹ EPDจॻϕΫτϧ $J $KϑϨʔζͷϕΫτϧ

  7. &NCFE3BOL ⾣/PSNBMJ[FEDPTJOFTJNJMBSJUZ М ɾ ඪ४ภࠩ

  8. &NCFE3BOL

  9. &YQFSJNFOUTFUUJOH ⾣%BUBTFUT ɾ*OTQFDTDJFOUJpDKPVSOBMBCTUSBDUT ୹͍จॻ ɾ%6$OFXTQBQFSBSUJDMF தఔ౓ͷ௕͞ͷจॻ ɾ/64GVMMTDJFOUJpDDPOGFSFODFQBQFST ௕͍จॻ 3FDBMM͸ෆՄೳ

  10. 3FTVMUT &NCFE3BOL͸ɺ *OTQFDɾ%6$ʹ͓͍ͯ طଘख๏Λ্ճΔੑೳ /64ʹ͓͍ͯ͸ɺ 5PQJD3BOL .VMUJQBSUJUF ͕ߴ͍είΞΛه࿥ ௕͍จॻͰ͸ɺ จॻ಺ʹ͓͚Δ

    ϑϨʔζͷग़ݱҐஔͷ ৘ใ͕ॏཁ

  11. 3FTVMUT &NCFE3BOLʹ QPTJUJPOBMCJBTΛՃ͑ %6$ /64ʹ͓͚Δ ɹੑೳΛվળ

  12. 3FTVMUT &NCFE3BOLͷํ͕ &NCFE3BOL ΑΓ΋ ߴ͍'TDPSFΛ֫ಘ

  13. 3FTVMUT ⾣ਓखධՁ ɾ*OTQFD %6$ͷจॻ ɾྑ͍ΩʔϑϨʔζू߹ʹ౤ථ Е&NCFE3BOL Е&NCFE3BOL

  14. $PODMVTJPO ⾣'TDPSFධՁʹؔ͢Δ໰୊Λࢦఠ ⾣4FOUFODFFNCFEEJOHʹΑΔڭࢣͳ͠ख๏ΛఏҊ &NCFE3BOL ɾൺֱత୹͍จॻ *OTQFD %6$ ʹ͓͍ͯޮՌత ɾྨࣅͨ͠,FZQISBTF্͕ҐΛ઎Ίͯ͠·͏ ⾣,FZQISBTFͷଟ༷ੑΛߟྀ

    &NCFE3BOL ɾϢʔβʹΑΔධՁͰ͸ɺ&NCFE3BOLʹൺ΂ߴ͍ධՁΛ֫ಘ